Compare/Olmo 3 32B Think vs GPT-5.4 mini (Non-Reasoning)

Olmo 3 32B ThinkvsGPT-5.4 mini (Non-Reasoning)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

Allen Institute for AI

Olmo 3 32B Think

Input
$0/M
Output
$0/M
Speed
TTFT
OpenAI

GPT-5.4 mini (Non-Reasoning)

Input
$0.75/M
Output
$4.5/M
Speed
202 tok/s
TTFT
0.45s

Winner by Category

Cheaper
Olmo 3 32B Think
Faster (tok/s)
GPT-5.4 mini (Non-Reasoning)
Lower Latency
Olmo 3 32B Think
Benchmarks (7-4)
Olmo 3 32B Think

Pricing Comparison

MetricOlmo 3 32B ThinkGPT-5.4 mini (Non-Reasoning)
Input ($/M tokens)$0$0.75
Output ($/M tokens)$0$4.5
Cost for 1M input + 100K output tokens:
Olmo 3 32B Think$0.00
GPT-5.4 mini (Non-Reasoning)$1.20

Speed Comparison

Output Speed (tokens/s) — higher is better
Olmo 3 32B Think
GPT-5.4 mini (Non-Reasoning)
202 tok/s
Time to First Token (seconds) — lower is better
Olmo 3 32B Think
GPT-5.4 mini (Non-Reasoning)
0.45s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
12.123.3
Coding Index
10.525.3
Math Index
73.7
GPQA Diamond
61.0%60.6%
MMLU-Pro
75.9%
LiveCodeBench
67.2%
AIME 2025
73.7%
MATH-500
Humanity's Last Exam
5.9%5.7%
SciCode
28.6%39.6%
IFBench
49.1%38.8%
TerminalBench
1.5%18.2%
Olmo 3 32B Think7 wins
4 winsGPT-5.4 mini (Non-Reasoning)

Frequently Asked Questions

Which is cheaper, Olmo 3 32B Think or GPT-5.4 mini (Non-Reasoning)?

Olmo 3 32B Think is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $1.69/M for GPT-5.4 mini (Non-Reasoning).

Which model performs better on benchmarks?

Olmo 3 32B Think wins 7 out of 12 benchmarks compared to 4 for GPT-5.4 mini (Non-Reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 mini (Non-Reasoning) generates tokens faster at 202 tok/s vs 0 tok/s. Olmo 3 32B Think also has lower time-to-first-token (0.00s vs 0.45s).

When should I use Olmo 3 32B Think vs GPT-5.4 mini (Non-Reasoning)?

Choose based on your priorities: Olmo 3 32B Think for lower cost, Olmo 3 32B Think for stronger benchmark performance, and GPT-5.4 mini (Non-Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.